Wrapper-Based Feature Selection to Classify Flatfoot Disease.
Israel Miguel-AndrésJorge Ramos-FrutosMarwa SharawiDiego OlivaElivier Reyes-DávilaÁngel Casas-OrdazMarco Pérez-CisnerosSaúl Zapotecas MartínezPublished in: IEEE Access (2024)
Keyphrases
- feature selection
- mutual information
- text categorization
- classification accuracy
- feature ranking
- feature extraction
- high dimensionality
- feature space
- support vector machine
- feature subset
- support vector
- microarray data
- machine learning
- selected features
- information gain
- unsupervised learning
- feature set
- dimensionality reduction
- multi class
- text classification
- wrapper method
- feature selection algorithms
- automatic classification
- knn
- unsupervised feature selection
- irrelevant features
- model selection
- discriminative features
- feature weighting
- neural network
- diagnostic tool
- molecular level
- gene expression data
- selecting relevant features